{"id":"https://openalex.org/W4384345696","doi":"https://doi.org/10.1109/icse48619.2023.00184","title":"Sibyl: Improving Software Engineering Tools with SMT Selection","display_name":"Sibyl: Improving Software Engineering Tools with SMT Selection","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4384345696","doi":"https://doi.org/10.1109/icse48619.2023.00184"},"language":"en","primary_location":{"id":"doi:10.1109/icse48619.2023.00184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse48619.2023.00184","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036187899","display_name":"Will Leeson","orcid":null},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Will Leeson","raw_affiliation_strings":["University of Virginia,Department of Computer Science,Charlottesville,USA","Department of Computer Science, University of Virginia, Charlottesville, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia,Department of Computer Science,Charlottesville,USA","institution_ids":["https://openalex.org/I51556381"]},{"raw_affiliation_string":"Department of Computer Science, University of Virginia, Charlottesville, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086757331","display_name":"Matthew B. Dwyer","orcid":"https://orcid.org/0000-0002-1937-1544"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew B Dwyer","raw_affiliation_strings":["University of Virginia,Department of Computer Science,Charlottesville,USA","Department of Computer Science, University of Virginia, Charlottesville, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia,Department of Computer Science,Charlottesville,USA","institution_ids":["https://openalex.org/I51556381"]},{"raw_affiliation_string":"Department of Computer Science, University of Virginia, Charlottesville, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083739081","display_name":"Antonio Filieri","orcid":"https://orcid.org/0000-0001-9646-646X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Antonio Filieri","raw_affiliation_strings":["Imperial College London,Department of Computing,London,UK","Department of Computing, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,Department of Computing,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036187899"],"corresponding_institution_ids":["https://openalex.org/I51556381"],"apc_list":null,"apc_paid":null,"fwci":2.2908,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90269327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2185","last_page":"2197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8414851427078247},{"id":"https://openalex.org/keywords/satisfiability-modulo-theories","display_name":"Satisfiability modulo theories","score":0.7497204542160034},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.7353768944740295},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.6273300647735596},{"id":"https://openalex.org/keywords/symbolic-execution","display_name":"Symbolic execution","score":0.48063912987709045},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.47541218996047974},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4580729007720947},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44000300765037537},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.4381967782974243},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4052588641643524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8414851427078247},{"id":"https://openalex.org/C164155591","wikidata":"https://www.wikidata.org/wiki/Q2067766","display_name":"Satisfiability modulo theories","level":2,"score":0.7497204542160034},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.7353768944740295},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6273300647735596},{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.48063912987709045},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47541218996047974},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4580729007720947},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44000300765037537},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.4381967782974243},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4052588641643524},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icse48619.2023.00184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse48619.2023.00184","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)","raw_type":"proceedings-article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/102448","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/102448","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"45th International Conference on Software Engineering (ICSE 2023)","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":103,"referenced_works":["https://openalex.org/W26338302","https://openalex.org/W51507023","https://openalex.org/W327452528","https://openalex.org/W333834217","https://openalex.org/W338608548","https://openalex.org/W866331153","https://openalex.org/W1128447031","https://openalex.org/W1516061453","https://openalex.org/W1522613702","https://openalex.org/W1586300459","https://openalex.org/W1710734607","https://openalex.org/W1875182499","https://openalex.org/W1988790447","https://openalex.org/W2029320154","https://openalex.org/W2050699972","https://openalex.org/W2081840025","https://openalex.org/W2094878426","https://openalex.org/W2101512909","https://openalex.org/W2103406309","https://openalex.org/W2113864883","https://openalex.org/W2116341502","https://openalex.org/W2150990339","https://openalex.org/W2161253570","https://openalex.org/W2179309410","https://openalex.org/W2184716478","https://openalex.org/W2186726700","https://openalex.org/W2245258423","https://openalex.org/W2249179973","https://openalex.org/W2277676404","https://openalex.org/W2398000568","https://openalex.org/W2507373853","https://openalex.org/W2571456046","https://openalex.org/W2606780347","https://openalex.org/W2766843138","https://openalex.org/W2768805914","https://openalex.org/W2798122215","https://openalex.org/W2804057010","https://openalex.org/W2888321432","https://openalex.org/W2899114364","https://openalex.org/W2907492528","https://openalex.org/W2911286998","https://openalex.org/W2911964244","https://openalex.org/W2914721378","https://openalex.org/W2922064655","https://openalex.org/W2927858908","https://openalex.org/W2939208918","https://openalex.org/W2945827670","https://openalex.org/W2949558051","https://openalex.org/W2950898568","https://openalex.org/W2956182160","https://openalex.org/W2962711740","https://openalex.org/W2962810718","https://openalex.org/W2963499994","https://openalex.org/W2972317931","https://openalex.org/W3014339000","https://openalex.org/W3016868552","https://openalex.org/W3017047012","https://openalex.org/W3022618186","https://openalex.org/W3033316151","https://openalex.org/W3086449553","https://openalex.org/W3100278010","https://openalex.org/W3136521622","https://openalex.org/W3147069655","https://openalex.org/W3152893301","https://openalex.org/W3185149219","https://openalex.org/W3213182664","https://openalex.org/W4200412225","https://openalex.org/W4225751037","https://openalex.org/W4225922019","https://openalex.org/W4234222550","https://openalex.org/W4287824563","https://openalex.org/W4287829537","https://openalex.org/W4288419263","https://openalex.org/W4293651439","https://openalex.org/W4295312788","https://openalex.org/W4297733535","https://openalex.org/W4297817821","https://openalex.org/W6608933274","https://openalex.org/W6611426298","https://openalex.org/W6631277298","https://openalex.org/W6637688222","https://openalex.org/W6690815549","https://openalex.org/W6691044501","https://openalex.org/W6712283613","https://openalex.org/W6736685754","https://openalex.org/W6744557953","https://openalex.org/W6745034332","https://openalex.org/W6745407605","https://openalex.org/W6745537798","https://openalex.org/W6750469568","https://openalex.org/W6752110883","https://openalex.org/W6754929296","https://openalex.org/W6758105487","https://openalex.org/W6758918355","https://openalex.org/W6760045743","https://openalex.org/W6760987633","https://openalex.org/W6761665040","https://openalex.org/W6766978945","https://openalex.org/W6767288045","https://openalex.org/W6774097426","https://openalex.org/W6775565728","https://openalex.org/W6779001368","https://openalex.org/W6780462291"],"related_works":["https://openalex.org/W4318620547","https://openalex.org/W2287565210","https://openalex.org/W1938597047","https://openalex.org/W2184716478","https://openalex.org/W2399578172","https://openalex.org/W2143744897","https://openalex.org/W4210813503","https://openalex.org/W3083162932","https://openalex.org/W1992485833","https://openalex.org/W3208525900"],"abstract_inverted_index":{"SMT":[0,30,35,67,103,120,139,155,169,184,225,235],"solvers":[1,170,236],"are":[2,22,46,187,237],"often":[3,85],"used":[4],"in":[5,65,165,230,233,239,241,246,252,268],"the":[6,33,66,109,125,190,199,217,263,266,292],"back":[7],"end":[8],"of":[9,25,42,51,81,152,168,183,224,265,298],"different":[10,49,299],"software":[11,82,300],"engineering":[12,83,301],"tools\u2500e.g.,":[13],"program":[14,19,254],"verifiers,":[15],"test":[16],"generators,":[17],"or":[18,93],"synthesizers.":[20],"There":[21],"a":[23,87,123,149,153,166,222,242,247,253,296],"plethora":[24],"algorithmic":[26,43],"techniques":[27,44],"for":[28,48,117,201],"solving":[29,121],"queries.":[31,226],"Among":[32],"available":[34],"solvers,":[36],"each":[37,163],"employs":[38],"its":[39],"own":[40],"combination":[41],"that":[45,186,259,275,289],"optimized":[47],"fragments":[50],"logics":[52],"and":[53,95,157,210,251,272,287],"problem":[54],"types.":[55],"The":[56],"most":[57],"efficient":[58],"solver":[59,76,104,164],"can":[60,128,214],"change":[61],"with":[62],"small":[63],"changes":[64],"query,":[68],"which":[69,75,193,213,234],"makes":[70,208],"it":[71,194,276,290],"nontrivial":[72],"to":[73,77,111,160,178,189,220,294],"decide":[74],"use.":[78],"Consequently,":[79],"designers":[80],"tools":[84,118],"select":[86],"single":[88],"solver,":[89],"based":[90,141,180],"on":[91,142,173,181,192],"familiarity":[92],"convenience,":[94],"tailor":[96],"their":[97],"tool":[98],"towards":[99],"it.":[100],"Choosing":[101],"an":[102,137],"at":[105],"design":[106],"time":[107,218],"misses":[108],"opportunity":[110],"optimize":[112],"query":[113,156],"solve":[114,221],"times":[115],"and,":[116],"where":[119],"is":[122,195],"bottleneck,":[124],"performance":[126],"loss":[127],"be":[129],"significant.":[130],"In":[131],"this":[132],"work,":[133],"we":[134,283],"present":[135],"Sibyl,":[136],"automated":[138],"selector":[140],"graph":[143,150],"neural":[144],"networks":[145],"(GNNs).":[146],"Sibyl":[147,176,207,229,260],"creates":[148],"representation":[151],"given":[154],"uses":[158],"GNNs":[159],"predict":[161,179],"how":[162],"suite":[167],"would":[171],"perform":[172],"said":[174],"query.":[175],"learns":[177],"features":[182],"queries":[185],"specific":[188],"population":[191],"trained":[196],"-":[197],"avoiding":[198],"need":[200],"manual":[202],"feature":[203],"engineering.":[204],"Once":[205],"trained,":[206],"fast":[209],"accurate":[211],"predictions":[212],"substantially":[215],"reduce":[216],"needed":[219],"set":[223],"We":[227,257],"evaluate":[228,284],"four":[231],"scenarios":[232],"used:":[238],"competition,":[240],"symbolic":[243],"execution":[244],"engine,":[245],"bounded":[248],"model":[249],"checker,":[250],"synthesis":[255],"tool.":[256],"find":[258],"improves":[261],"upon":[262],"state":[264],"art":[267],"nearly":[269],"every":[270],"case":[271],"provide":[273],"evidence":[274],"generalizes":[277],"better":[278],"than":[279],"existing":[280],"techniques.":[281],"Further,":[282],"Sibyl's":[285],"overhead":[286],"demonstrate":[288],"has":[291],"potential":[293],"speedup":[295],"variety":[297],"tools.":[302]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
